From 11d091de6a58d503f2ad085fec6a8ede70cc293a Mon Sep 17 00:00:00 2001 From: s464923 Date: Mon, 13 May 2024 02:12:36 +0200 Subject: [PATCH] small change --- dane.csv | 410 ++++++++++++++++++++++++------------------------ decisiontree.py | 18 ++- 2 files changed, 219 insertions(+), 209 deletions(-) diff --git a/dane.csv b/dane.csv index 4447ba855..758dce7f1 100644 --- a/dane.csv +++ b/dane.csv @@ -1,206 +1,206 @@ wilgotnosc_gleby,temperatura_gleby,opady_deszczu,wiek_rosliny,proc_ekspo_na_swiatlo,pora_dnia,pora_roku,roslina,podlac -40, 20, 5, 3, 70, 10, 2, Marchew, nie -60, 25, 0, 2, 50, 15, 3, Ziemniaki, tak -30, 18, 10, 1, 80, 12, 4, Pomidor, nie -50, 22, 3, 4, 60, 18, 1, Salata, tak -45, 23, 2, 5, 75, 8, 2, Cebula, tak -55, 26, 8, 3, 70, 14, 3, Papryka, nie -35, 21, 1, 2, 55, 16, 4, Buraki, tak -65, 24, 6, 4, 80, 11, 1, Brukselka, nie -42, 20, 4, 3, 65, 13, 2, Rzepak, tak -48, 22, 7, 5, 75, 9, 3, Szpinak, tak -30, 25, 0, 1, 70, 14, 2, Marchew, tak -60, 18, 10, 2, 60, 8, 3, Ziemniaki, nie -35, 20, 2, 3, 50, 12, 4, Pomidor, tak -50, 23, 1, 4, 65, 17, 1, Salata, tak -45, 24, 5, 5, 80, 10, 2, Cebula, tak -55, 22, 3, 3, 75, 13, 3, Papryka, nie -40, 26, 8, 6, 70, 16, 1, Buraki, nie -62, 21, 1, 4, 85, 9, 2, Brukselka, tak -47, 25, 6, 5, 60, 11, 3, Rzepak, nie -58, 20, 4, 3, 75, 14, 4, Szpinak, tak -38, 24, 7, 3, 65, 11, 1, Marchew, tak -59, 20, 3, 2, 55, 16, 2, Ziemniaki, nie -33, 22, 5, 1, 70, 9, 3, Pomidor, nie -52, 25, 2, 4, 80, 14, 4, Salata, tak -46, 21, 1, 5, 75, 10, 1, Cebula, tak -56, 26, 8, 3, 70, 15, 2, Papryka, nie -34, 23, 0, 2, 60, 8, 3, Buraki, nie -63, 18, 4, 4, 85, 12, 4, Brukselka, nie -41, 20, 1, 3, 65, 13, 1, Rzepak, tak -49, 22, 9, 5, 75, 17, 2, Szpinak, tak -29, 25, 0, 2, 70, 14, 3, Marchew, tak -61, 18, 11, 3, 60, 8, 1, Ziemniaki, nie -37, 20, 2, 4, 50, 12, 2, Pomidor, tak -51, 23, 0, 5, 65, 16, 4, Salata, tak -44, 24, 4, 6, 80, 10, 3, Cebula, tak -54, 22, 3, 3, 75, 13, 1, Papryka, nie -39, 26, 7, 1, 70, 15, 2, Buraki, nie -64, 21, 0, 4, 85, 9, 3, Brukselka, tak -48, 25, 5, 5, 60, 11, 4, Rzepak, nie -57, 20, 2, 3, 75, 14, 1, Szpinak, tak -32, 24, 8, 3, 65, 10, 2, Marchew, tak -62, 19, 2, 2, 55, 15, 3, Ziemniaki, nie -36, 21, 1, 1, 70, 12, 4, Pomidor, nie -53, 22, 4, 4, 80, 16, 1, Salata, tak -42, 23, 2, 5, 75, 8, 2, Cebula, tak -58, 26, 6, 3, 70, 14, 3, Papryka, nie -35, 21, 0, 2, 60, 17, 4, Buraki, nie -65, 18, 3, 4, 85, 11, 1, Brukselka, nie -45, 20, 1, 3, 65, 13, 2, Rzepak, tak -50, 22, 7, 5, 75, 9, 3, Szpinak, tak -31, 25, 0, 2, 70, 14, 1, Marchew, tak -60, 18, 9, 3, 60, 8, 2, Ziemniaki, nie -34, 20, 3, 4, 50, 12, 3, Pomidor, tak -52, 23, 1, 5, 65, 16, 4, Salata, tak -47, 24, 6, 6, 80, 10, 1, Cebula, tak -55, 22, 2, 3, 75, 13, 2, Papryka, nie -38, 26, 8, 1, 70, 15, 3, Buraki, nie -64, 21, 0, 4, 85, 9, 4, Brukselka, tak -41, 20, 2, 3, 65, 13, 1, Rzepak, tak -49, 22, 8, 5, 75, 17, 2, Szpinak, tak -30, 24, 1, 2, 70, 14, 3, Marchew, tak -61, 18, 10, 3, 60, 8, 1, Ziemniaki, nie -37, 20, 4, 4, 50, 12, 2, Pomidor, tak -51, 23, 2, 5, 65, 16, 4, Salata, tak -44, 24, 5, 6, 80, 10, 3, Cebula, tak -53, 22, 3, 3, 75, 13, 1, Papryka, nie -39, 26, 7, 1, 70, 15, 2, Buraki, nie -65, 21, 0, 4, 85, 9, 3, Brukselka, tak -48, 25, 6, 5, 60, 11, 4, Rzepak, nie -57, 20, 3, 3, 75, 14, 1, Szpinak, tak -32, 24, 9, 2, 65, 10, 2, Marchew, tak -62, 19, 1, 2, 55, 15, 3, Ziemniaki, nie -36, 21, 2, 1, 70, 12, 4, Pomidor, nie -55, 23, 3, 4, 80, 16, 1, Salata, tak -42, 23, 1, 5, 75, 8, 2, Cebula, tak -58, 26, 5, 3, 70, 14, 3, Papryka, nie -35, 21, 0, 2, 60, 17, 4, Buraki, nie -46, 20, 2, 3, 65, 13, 2, Rzepak, tak -50, 22, 6, 5, 75, 9, 3, Szpinak, tak -31, 25, 1, 2, 70, 14, 1, Marchew, tak -60, 18, 8, 3, 60, 8, 2, Ziemniaki, nie -33, 20, 4, 4, 50, 12, 3, Pomidor, tak -52, 23, 1, 5, 65, 16, 4, Salata, tak -47, 24, 7, 6, 80, 10, 1, Cebula, tak -38, 25, 2, 3, 65, 10, 1, Marchew, tak -59, 21, 1, 2, 55, 15, 2, Ziemniaki, nie -33, 23, 3, 1, 70, 9, 3, Pomidor, nie -47, 22, 7, 4, 75, 11, 2, Marchew, tak -58, 20, 4, 3, 60, 16, 1, Ziemniaki, nie -32, 24, 6, 2, 70, 8, 3, Pomidor, nie -53, 23, 3, 5, 80, 15, 4, Salata, tak -45, 21, 8, 6, 75, 12, 1, Cebula, tak -55, 26, 11, 4, 70, 17, 2, Papryka, nie -36, 24, 5, 3, 60, 9, 3, Buraki, nie -67, 19, 10, 4, 85, 13, 4, Brukselka, nie -43, 22, 1, 3, 65, 14, 1, Rzepak, tak -51, 24, 9, 5, 75, 10, 2, Szpinak, tak -31, 27, 2, 2, 70, 15, 3, Marchew, tak -62, 18, 12, 3, 60, 8, 1, Ziemniaki, nie -38, 21, 6, 4, 50, 11, 2, Pomidor, tak -49, 24, 4, 5, 65, 16, 4, Salata, tak -42, 25, 7, 3, 80, 9, 3, Cebula, tak -57, 23, 4, 3, 75, 12, 1, Papryka, nie -35, 28, 9, 1, 70, 16, 2, Buraki, nie -76, 20, 11, 4, 85, 10, 3, Brukselka, nie -46, 22, 0, 3, 65, 13, 1, Rzepak, tak -10, 25, 10, 5, 95, 9, 2, Szpinak, tak -38, 19, 3, 6, 80, 11, 2, Marchew, tak -57, 24, 2, 7, 90, 15, 1, Ziemniaki, tak -81, 18, 9, 8, 70, 12, 4, Pomidor, nie -49, 22, 2, 9, 85, 18, 3, Salata, tak -44, 23, 1, 3, 60, 8, 2, Cebula, nie -24, 26, 5, 2, 75, 14, 3, Papryka, tak -76, 13, 0, 4, 25, 19, 4, Buraki, nie -67, 15, 5, 2, 80, 11, 1, Brukselka, nie -43, 20, 1, 1, 65, 13, 2, Rzepak, tak -50, 22, 8, 1, 20, 19, 3, Szpinak, nie -62, 25, 0, 2, 75, 14, 2, Marchew, tak -58, 18, 11, 3, 30, 8, 3, Ziemniaki, nie -37, 20, 2, 2, 50, 12, 4, Pomidor, tak -21, 23, 0, 1, 65, 20, 1, Salata, tak -46, 24, 2, 2, 75, 12, 2, Cebula, tak -76, 22, 6, 2, 70, 13, 3, Papryka, nie -39, 26, 9, 2, 15, 16, 1, Buraki, nie -53, 21, 2, 3, 80, 12, 2, Brukselka, tak -48, 25, 7, 4, 10, 11, 3, Rzepak, nie -88, 19, 3, 6, 30, 11, 2, Marchew, nie -57, 24, 4, 7, 10, 15, 1, Ziemniaki, nie -11, 18, 9, 8, 90, 12, 4, Pomidor, tak -49, 22, 2, 9, 85, 18, 3, Salata, tak -44, 23, 1, 1, 60, 8, 2, Cebula, tak -54, 26, 7, 2, 75, 14, 3, Papryka, nie -36, 21, 0, 2, 55, 16, 4, Buraki, tak -27, 24, 2, 3, 80, 11, 1, Brukselka, tak -13, 20, 6, 4, 95, 10, 2, Rzepak, tak -50, 22, 8, 5, 20, 17, 3, Szpinak, nie -32, 25, 1, 6, 95, 14, 2, Marchew, tak -58, 18, 11, 3, 80, 8, 3, Ziemniaki, nie -37, 20, 2, 1, 50, 12, 4, Pomidor, tak -51, 23, 5, 2, 25, 22, 1, Salata, nie -46, 24, 0, 2, 75, 10, 2, Cebula, tak -56, 22, 1, 3, 70, 13, 3, Papryka, tak -39, 26, 9, 4, 35, 20, 1, Buraki, nie -63, 21, 2, 3, 90, 9, 2, Brukselka, tak -48, 25, 7, 1, 70, 11, 3, Rzepak, nie -42, 24, 1, 5, 75, 14, 2, Marchew, tak -55, 20, 1, 8, 65, 13, 1, Ziemniaki, tak -58, 22, 6, 4, 10, 12, 3, Pomidor, nie -47, 21, 2, 2, 70, 9, 4, Salata, tak -50, 25, 1, 1, 85, 15, 1, Cebula, nie -60, 23, 7, 7, 70, 11, 2, Papryka, nie -83, 19, 4, 3, 60, 13, 3, Buraki, nie -68, 26, 8, 5, 90, 16, 4, Brukselka, nie -41, 18, 9, 1, 75, 14, 2, Rzepak, nie -48, 20, 0, 8, 70, 8, 1, Szpinak, tak -89, 23, 2, 6, 55, 12, 3, Marchew, nie -59, 21, 2, 7, 80, 10, 4, Ziemniaki, tak -97, 24, 3, 5, 65, 9, 1, Pomidor, nie -49, 22, 2, 9, 75, 15, 2, Salata, tak -92, 26, 1, 1, 85, 11, 3, Cebula, nie -21, 18, 4, 8, 70, 13, 4, Papryka, tak -34, 25, 9, 4, 60, 16, 1, Buraki, nie -70, 19, 8, 5, 90, 14, 2, Brukselka, nie -45, 20, 2, 2, 80, 12, 3, Rzepak, tak -53, 24, 7, 7, 75, 10, 1, Szpinak, nie -43, 21, 3, 6, 70, 11, 2, Marchew, tak -56, 22, 8, 8, 80, 13, 3, Ziemniaki, nie -39, 19, 5, 7, 65, 9, 4, Pomidor, nie -48, 23, 1, 9, 75, 14, 1, Salata, tak -51, 25, 6, 1, 85, 12, 2, Cebula, nie -62, 24, 4, 2, 90, 15, 3, Papryka, nie -35, 20, 2, 2, 60, 10, 4, Buraki, tak -69, 26, 7, 3, 85, 16, 1, Brukselka, nie -40, 18, 9, 1, 70, 12, 2, Rzepak, nie -49, 22, 0, 5, 75, 11, 3, Szpinak, tak -54, 21, 3, 7, 80, 14, 4, Marchew, tak -63, 23, 8, 8, 90, 12, 1, Ziemniaki, nie -36, 20, 2, 9, 65, 10, 2, Pomidor, tak -47, 24, 1, 1, 75, 13, 3, Salata, tak -50, 26, 5, 2, 85, 15, 4, Cebula, nie -34, 25, 2, 2, 90, 9, 1, Papryka, tak -47, 19, 6, 3, 60, 11, 2, Buraki, nie -70, 25, 9, 2, 85, 17, 3, Brukselka, nie -41, 21, 7, 1, 70, 13, 4, Rzepak, nie -52, 20, 1, 1, 75, 10, 1, Szpinak, tak -38, 22, 3, 6, 70, 12, 2, Marchew, tak -87, 23, 9, 7, 80, 14, 3, Ziemniaki, nie -61, 20, 5, 2, 65, 10, 4, Pomidor, nie -49, 21, 0, 9, 75, 11, 1, Salata, tak -44, 25, 6, 1, 80, 15, 2, Cebula, nie -54, 19, 2, 1, 90, 13, 3, Papryka, tak -36, 24, 8, 1, 60, 9, 4, Buraki, nie -67, 20, 3, 2, 85, 16, 1, Brukselka, nie -43, 22, 7, 4, 75, 12, 2, Rzepak, nie -50, 23, 1, 5, 80, 10, 3, Szpinak, tak -55, 21, 4, 7, 70, 13, 4, Marchew, nie -63, 25, 9, 8, 90, 14, 1, Ziemniaki, nie -57, 19, 5, 9, 65, 11, 2, Pomidor, nie -49, 24, 0, 1, 75, 16, 3, Salata, tak -51, 20, 6, 1, 85, 12, 4, Cebula, nie -64, 22, 4, 2, 90, 9, 1, Papryka, nie -39, 23, 8, 3, 60, 14, 2, Buraki, tak -70, 21, 2, 1, 85, 13, 3, Brukselka, nie -41, 25, 7, 5, 70, 15, 4, Rzepak, nie -52, 19, 1, 2, 75, 10, 1, Szpinak, tak +40, 20, 5, 3, 70, 10, 2, 1, nie +60, 25, 0, 2, 50, 15, 3, 2, tak +30, 18, 10, 1, 80, 12, 4, 3, nie +50, 22, 3, 4, 60, 18, 1, 4, tak +45, 23, 2, 5, 75, 8, 2, 5, tak +55, 26, 8, 3, 70, 14, 3, 6, nie +35, 21, 1, 2, 55, 16, 4, 7, tak +65, 24, 6, 4, 80, 11, 1, 8, nie +42, 20, 4, 3, 65, 13, 2, 9, tak +48, 22, 7, 5, 75, 9, 3, 10, tak +30, 25, 0, 1, 70, 14, 2, 1, tak +60, 18, 10, 2, 60, 8, 3, 2, nie +35, 20, 2, 3, 50, 12, 4, 3, tak +50, 23, 1, 4, 65, 17, 1, 4, tak +45, 24, 5, 5, 80, 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nie +32, 25, 1, 6, 95, 14, 2, 1, tak +58, 18, 11, 3, 80, 8, 3, 2, nie +37, 20, 2, 1, 50, 12, 4, 3, tak +51, 23, 5, 2, 25, 22, 1, 4, nie +46, 24, 0, 2, 75, 10, 2, 5, tak +56, 22, 1, 3, 70, 13, 3, 6, tak +39, 26, 9, 4, 35, 20, 1, 7, nie +63, 21, 2, 3, 90, 9, 2, 8, tak +48, 25, 7, 1, 70, 11, 3, 9, nie +42, 24, 1, 5, 75, 14, 2, 1, tak +55, 20, 1, 8, 65, 13, 1, 2, tak +58, 22, 6, 4, 10, 12, 3, 3, nie +47, 21, 2, 2, 70, 9, 4, 4, tak +50, 25, 1, 1, 85, 15, 1, 5, nie +60, 23, 7, 7, 70, 11, 2, 6, nie +83, 19, 4, 3, 60, 13, 3, 7, nie +68, 26, 8, 5, 90, 16, 4, 8, nie +41, 18, 9, 1, 75, 14, 2, 9, nie +48, 20, 0, 8, 70, 8, 1, 10, tak +89, 23, 2, 6, 55, 12, 3, 1, nie +59, 21, 2, 7, 80, 10, 4, 2, tak +97, 24, 3, 5, 65, 9, 1, 3, nie +49, 22, 2, 9, 75, 15, 2, 4, tak +92, 26, 1, 1, 85, 11, 3, 5, nie +21, 18, 4, 8, 70, 13, 4, 6, tak +34, 25, 9, 4, 60, 16, 1, 7, nie +70, 19, 8, 5, 90, 14, 2, 8, nie +45, 20, 2, 2, 80, 12, 3, 9, tak +53, 24, 7, 7, 75, 10, 1, 10, nie +43, 21, 3, 6, 70, 11, 2, 1, tak +56, 22, 8, 8, 80, 13, 3, 2, nie +39, 19, 5, 7, 65, 9, 4, 3, nie +48, 23, 1, 9, 75, 14, 1, 4, tak +51, 25, 6, 1, 85, 12, 2, 5, nie +62, 24, 4, 2, 90, 15, 3, 6, nie +35, 20, 2, 2, 60, 10, 4, 7, tak +69, 26, 7, 3, 85, 16, 1, 8, nie +40, 18, 9, 1, 70, 12, 2, 9, nie +49, 22, 0, 5, 75, 11, 3, 10, tak +54, 21, 3, 7, 80, 14, 4, 1, tak +63, 23, 8, 8, 90, 12, 1, 2, nie +36, 20, 2, 9, 65, 10, 2, 3, tak +47, 24, 1, 1, 75, 13, 3, 4, tak +50, 26, 5, 2, 85, 15, 4, 5, nie +34, 25, 2, 2, 90, 9, 1, 6, tak +47, 19, 6, 3, 60, 11, 2, 7, nie +70, 25, 9, 2, 85, 17, 3, 8, nie +41, 21, 7, 1, 70, 13, 4, 9, nie +52, 20, 1, 1, 75, 10, 1, 10, tak +38, 22, 3, 6, 70, 12, 2, 1, tak +87, 23, 9, 7, 80, 14, 3, 2, nie +61, 20, 5, 2, 65, 10, 4, 3, nie +49, 21, 0, 9, 75, 11, 1, 4, tak +44, 25, 6, 1, 80, 15, 2, 5, nie +54, 19, 2, 1, 90, 13, 3, 6, tak +36, 24, 8, 1, 60, 9, 4, 7, nie +67, 20, 3, 2, 85, 16, 1, 8, nie +43, 22, 7, 4, 75, 12, 2, 9, nie +50, 23, 1, 5, 80, 10, 3, 10, tak +55, 21, 4, 7, 70, 13, 4, 1, nie +63, 25, 9, 8, 90, 14, 1, 2, nie +57, 19, 5, 9, 65, 11, 2, 3, nie +49, 24, 0, 1, 75, 16, 3, 4, tak +51, 20, 6, 1, 85, 12, 4, 5, nie +64, 22, 4, 2, 90, 9, 1, 6, nie +39, 23, 8, 3, 60, 14, 2, 7, tak +70, 21, 2, 1, 85, 13, 3, 8, nie +41, 25, 7, 5, 70, 15, 4, 9, nie +52, 19, 1, 2, 75, 10, 1, 10, tak diff --git a/decisiontree.py b/decisiontree.py index 01c273d4b..0ecc405a9 100644 --- a/decisiontree.py +++ b/decisiontree.py @@ -13,10 +13,10 @@ X = pd.get_dummies(X) y = data["podlac"] # Podział danych na zbiór treningowy i testowy -X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) +X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2) # Inicjalizacja i dopasowanie modelu drzewa decyzyjnego -model = DecisionTreeClassifier() +model = DecisionTreeClassifier(max_depth=4) model.fit(X_train, y_train) # Wyliczenie poprawności algorytmu @@ -28,7 +28,17 @@ print("Accuracy:", accuracy) # Wyświetlenie drzewa decyzyjnego -plt.figure(figsize=(8, 5)) -plot_tree(model, feature_names=X.columns, class_names=["Nie podlać", "Podlać"], filled=True) +plt.figure(figsize=(20, 20)) +plot_tree(model, feature_names=X.columns, class_names=sorted(y.unique()), filled=True) plt.show() +#Marchew = 1 +#zmiemniaki = 2 +#pomidor = 3 +#salata = 4 +#cebula = 5 +#Papryka = 6 +#Buraki = 7 +#Bruksela = 8 +#Rzepak = 9 +#Szpinak = 10 \ No newline at end of file